Project Report: Recent submissions

  • Smart Water Hydrant System (IoT) 
    Unknown author (Daffodil International University, 2024-07-24)
    This report details the design, implementation, and testing of a Smart Water Hydrant system using advanced Internet of Things (IoT) technologies. Developed individually, this project utilizes Node-RED for visual programming ...
  • Improving Heart Disease Diagnosis Through Supervised Machine Learning Techniques 
    Sijon, Khaled Bin (Daffodil International University, 2024-07-24)
    Heart disease is a major risk to public health, accounting for 17.9 million deaths globally annually. Predicting cardiac disease with machine learning (ML) approaches like Linear Regression, Random Forests, Naive Bayes, ...
  • Towards detection of alopecia diseases through deep learning 
    Haque, Majbaul (Daffodil International University, 2024-07-24)
    The frequency of alopecia, a group of illnesses characterized by hair loss, makes diagnosis and treatment extremely difficult. Conventional diagnosis techniques produce outcomes that are subjective and inconsistent since ...
  • An Automated Process of Detecting Fresh And Rotten Vegetables by Using Deep Learning 
    Chowdhury, Fatin Fuad (Daffodil International University, 2024-07-24)
    Classification of fresh and rotten vegetables is essential in our everyday life as it becomes difficult sometimes to identify earlier whether the vegetables are fully fresh or not. There is a possibility of suffering ...
  • Human brain disease detection from MRI using deep learning approaches 
    Mahamud, Md. Hasan (Daffodil International University, 2024-07-24)
    MRI scans can be used to diagnose some types of brain diseases, which can lead to early treatment of the diseases. This study employs deep learning approaches to develop robust models for automated brain disease detection ...
  • Web-Based Online Car Repair Centre 
    Rahim, Md Abdur Raufur (Daffodil International University, 2024-07-24)
    This project aims to develop a web-based car servicing center to modernize the automotive service industry. The platform offers customers the convenience of booking services online 24/7, with real-time updates and seamless ...
  • Skin disease classification using fine-tuned transfer learning techniques 
    Dhar, Bijoy; Shuvo, Monir Husain (Daffodil International University, 2024-07-24)
    Millions of individuals worldwide suffer from skin illnesses, which pose considerable health and economic difficulties. Accurate and prompt diagnosis is crucial for successful treatment and management. Traditional ...
  • Birds Emotion Classification Using AI 
    Rafid, Golam Faiyaz; Das, Shreya (Daffodil International University, 2024-07-13)
    The recognition of emotions in animals, particularly birds, through vocalizations holds significant promise for understanding avian behavior and welfare. In this study, we propose a novel approach to classify bird species ...
  • What a pregnant lady should eat: a machine learning empowered web-based application to detect food 
    Bishal, Sabria Alam (Daffodil International University, 2024-01-25)
    It's critical for the growth of the fetus as well as the health of the mother to get enough nutrients throughout pregnancy. Women need special attention throughout pregnancy. Maintaining a balanced diet and sufficient ...
  • Arabic Alphabet and Surah Pronunciation Corrections Using Deep Learning 
    nahar, Faijun (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-14)
    The development of automatic speech recognition systems for Arabic presents unique challenges, particularly due to the complexities of Classical Arabic, which has been underrepresented in research. Proper pronunciation of ...
  • IOT Based Child Safety Monitoring System from Water and Fire 
    Gosh, Sagar (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-14)
    The Internet of Things (IOT) promotes technology that can be used for such inventions the article analyzes the conceivable of IOT for various applications, including child safety, water level monitoring, and fire alarms. ...
  • Use of Machine Learning to Predict and Analyze the Climatic Trends: A Data-Driven Approach 
    Puja, Shenjuti Paul (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-14)
    Climate change is an alarming problem in the world, in recent years the extreme heat wave has been quite noticeable. For the last couple of years a temperate country like Bangladesh, is suffering from extreme heat waves. ...
  • Eye Disease Recognition Using Deep Learning 
    Hossain, Md. Rakibul (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-15)
    Eye disorders pose a significant global health challenge, often causing permanent vision loss if not detected and treated promptly. Recent advancements in medical image analysis, particularly through deep learning techniques ...
  • Depression Detection From Social Media Activity Using Machine Learning 
    Brishti, Bipasha Babul (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-13)
    In my research project titled "Depression detection from social media activity using machine learning," I investigate the effectiveness of various machine learning algorithms in identifying depressive symptoms from social ...
  • Skin Cancer Detection Using Machine Learning 
    Mojumder, Purnata (DAFFODIL INTERNATIONAL UNIVERSITY, 2024-07-18)
    Skin cancer, a significant global health concern, demands innovative approaches for early detection to improve patient outcomes. This research endeavors to contribute to this imperative by developing an advanced skin cancer ...
  • Feature Engineering for Students Academic Performance and Reignition using Machine Learning and Deep Learning 
    Ahammad, Md. Saymon; Sinthia, Sadia Akter (Daffodil International University, 2024-07-24)
    The research titled “Feature Engineering for Students Academic Performance and Reignition Using Machine Learning and Deep Learning” highlights the transformative potential of modern computational methods in strengthening ...
  • Skin diseases detection using deep learning techniques with web application 
    Zaman, Fariha (Daffodil International University, 2024-07-24)
    A widely recognized paradigm exists for imaging purposes in the identification of skin disorders. In recent years, many medical professionals, including physicians, use CAD to assist them more accurately detect a range ...
  • Regional accent classification in Bangladesh: 
    Salman; Afridi, Shahed (Daffodil International University, 2024-07-01)
    Research on the recognition of regional accents in spoken language helps preserve regional dialects and increases the accessibility of technology to speakers of such languages. We provide our work on spoken data ...
  • Stress and Anxiety early Detection with Machine Learning Approach using Survey Data 
    Ghosh, Bandhan (Daffodil International University, 2024-07-24)
    Stress and anxiety can have profound impacts on an individual's mental and physical well-being, making their early detection crucial for timely intervention and support. This study investigates the application of machine ...
  • Deep learning-based skin disease detection 
    Hossain, Rahid (Daffodil International University, 2024-07-24)
    Skin diseases are more common than other disease in Bangladesh. Skin diseases may be caused by fungal infection, bacteria, hot weather, allergy, or viruses, etc. The thesis paper on skin disease detection focuses on the ...

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